Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection

29 September 2021

Deepti Hegde

Vishwanath A. Sindagi

Papers citing "Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection"

21 / 21 papers shown

Title
STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning Yanan Zhang Chao Zhou Di Huang 43 5 0 27 Jun 2024
CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection Meiying Zhang Weiyuan Peng Guangyao Ding Chenyang Lei Chunlin Ji Qi Hao OOD 3DPC 36 1 0 26 Jun 2024
Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology Alexis Guichemerre Soufiane Belharbi Tsiry Mayet Shakeeb Murtaza Pourya Shamsolmoali Luke McCaffrey Eric Granger OOD 39 3 0 29 Apr 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 37 2 0 27 Mar 2024
UADA3D: Unsupervised Adversarial Domain Adaptation for 3D Object Detection with Sparse LiDAR and Large Domain Gaps Maciej K. Wozniak Mattias Hansson Mark Thiel Patric Jensfelt 39 6 0 26 Mar 2024
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 15 0 31 Oct 2023
GPA-3D: Geometry-aware Prototype Alignment for Unsupervised Domain Adaptive 3D Object Detection from Point Clouds Ziyu Li Jingming Guo Tongtong Cao Bingbing Liu Wankou Yang 3DPC 36 9 0 16 Aug 2023
Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection Q. Hu Daizong Liu Wei Hu 3DPC 27 27 0 19 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang R. He Tien-Ping Tan OOD VLM TTA 29 202 0 27 Mar 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 130 90 0 31 Dec 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 24 13 0 22 Nov 2022
Open-Set Automatic Target Recognition Bardia Safaei VS Vibashan Celso M. de Melo Shuowen Hu Vishal M. Patel 36 8 0 10 Nov 2022
SAILOR: Scaling Anchors via Insights into Latent Object Representation Duvsan Malić Christian Fruhwirth-Reisinger Horst Possegger Horst Bischof 30 5 0 14 Oct 2022
Towards Online Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 21 42 0 11 Apr 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 27 66 0 29 Mar 2022
LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection Yi Wei Zibu Wei Yongming Rao Jiaxin Li Jie Zhou Jiwen Lu 39 63 0 28 Mar 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 27 48 0 31 Dec 2021
Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning VS Vibashan Domenick Poster Suya You Shuowen Hu Vishal M. Patel AI4CE 24 30 0 07 Oct 2021
Lidar Light Scattering Augmentation (LISA): Physics-based Simulation of Adverse Weather Conditions for 3D Object Detection Velat Kilic Deepti Hegde Vishwanath A. Sindagi A. Cooper M. Foster Vishal M. Patel 132 68 0 14 Jul 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,099 0 02 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015